Demonstration of a MLOps workflow with a Human Activity Recognition project.
This repository is a copy of the AWS CodeCommit repository. The project contains two nested repositories:
- sagemaker-HAR-PPG-p-re9p41ifvaos-modelbuild/ -> Contains the code to build the model with AWS SageMaker.
- sagemaker-HAR-PPG-p-re9p41ifvaos-modeldeploy/ -> Contains the code to deploy the model.
Used architecture :
- https://github.com/aws/amazon-sagemaker-examples/tree/master/sagemaker-pipelines/tabular/tensorflow2-california-housing-sagemaker-pipelines-deploy-endpoint
- https://www.youtube.com/watch?v=Hvz2GGU3Z8g
- https://aws.amazon.com/blogs/machine-learning/building-automating-managing-and-scaling-ml-workflows-using-amazon-sagemaker-pipelines/